Key Takeaways
KAT Coder Pro V2 wins:
- Cheaper input tokens
- Cheaper output tokens
- Faster response time
- Higher intelligence benchmark
- Better at coding
Mistral Medium 3.1 wins:
- Larger context window
- Better at math
- Supports vision
- Supports tool calls
Price Advantage
KAT Coder Pro V2
Benchmark Advantage
KAT Coder Pro V2
Context Window
Mistral Medium 3.1
Speed
KAT Coder Pro V2
Pricing Comparison
Benchmark Comparison
Context & Performance
Capabilities
Feature Comparison
| Feature | KAT Coder Pro V2 | Mistral Medium 3.1 |
|---|---|---|
Vision (Image Input) | ||
Tool/Function Calls | ||
Reasoning Mode | ||
Audio Input | ||
Audio Output | ||
PDF Input | ||
Prompt Caching | ||
Web Search |
License & Release
| Property | KAT Coder Pro V2 | Mistral Medium 3.1 |
|---|---|---|
| License | Proprietary | Proprietary |
| Author | Kwaipilot | Mistral AI |
| Released | Unknown | Aug 2025 |
KAT Coder Pro V2 Modalities
Input
Output
Mistral Medium 3.1 Modalities
Input
textimage
Output
text